Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9292159 0.6927438 0.4293360
bt 0.8405950 0.5164399 0.2349848
maxnet 0.8016210 0.4637188 NA
gam 0.8102662 0.4875283 0.2230565
glm 0.7194080 0.4070295 0.0963975

Variable Importance

Partial Dependence